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» Towards a novel networked learning environment
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105
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PERCOM
2010
ACM
15 years 8 days ago
Towards IEEE 802.15.4e: A study of performance aspects
—We discuss the applicability of IEEE 802.15.4 for application in industrial automation. Based on the specific requirements in this field, especially w.r.t. real-time operation...
Feng Chen, Reinhard German, Falko Dressler
ICML
2008
IEEE
16 years 2 months ago
On the quantitative analysis of deep belief networks
Deep Belief Networks (DBN's) are generative models that contain many layers of hidden variables. Efficient greedy algorithms for learning and approximate inference have allow...
Ruslan Salakhutdinov, Iain Murray
149
Voted
GECCO
2008
Springer
155views Optimization» more  GECCO 2008»
15 years 2 months ago
Towards memoryless model building
Probabilistic model building methods can render difficult problems feasible by identifying and exploiting dependencies. They build a probabilistic model from the statistical prope...
David Iclanzan, Dumitru Dumitrescu
129
Voted
CIDR
2003
121views Algorithms» more  CIDR 2003»
15 years 3 months ago
Towards High Performance Peer-to-Peer Content and Resource Sharing Systems
Peer-to-peer sharing systems are becoming increasingly popular and an exciting new class of innovative, internet-based data management systems. In these systems, users contribute ...
Peter Triantafillou, Chryssani Xiruhaki, Manolis K...
116
Voted
ICRA
2006
IEEE
125views Robotics» more  ICRA 2006»
15 years 8 months ago
An Ecological Approach to Odour Recognition in Intelligent Environments
— We present a new approach for odour detection and recognition based on a so-called PEIS-Ecology: a network of gas sensors and a mobile robot are integrated in an intelligent en...
Mathias Broxvall, Silvia Coradeschi, Amy Loutfi, A...